#Algorithmic Efficiency
Latest news articles tagged with "Algorithmic Efficiency". Follow the timeline of events, related topics, and entities.
Articles (4)
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🇺🇸 Sparse-Aware Neural Networks for Nonlinear Functionals: Mitigating the Exponential Dependence on Dimension
[USA]
arXiv:2604.06774v1 Announce Type: cross Abstract: Deep neural networks have emerged as powerful tools for learning operators defined over infinite-dimensional function spaces. However, existing theor...
Related: #Machine Learning Theory, #Scientific Computing -
🇺🇸 SubFLOT: Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport
[USA]
arXiv:2604.06631v1 Announce Type: cross Abstract: Federated Learning (FL) enables collaborative model training while preserving data privacy, but its practical deployment is hampered by system and st...
Related: #Artificial Intelligence, #Machine Learning, #Data Privacy -
🇺🇸 $S^3$: Stratified Scaling Search for Test-Time in Diffusion Language Models
[USA]
arXiv:2604.06260v1 Announce Type: cross Abstract: Test-time scaling investigates whether a fixed diffusion language model (DLM) can generate better outputs when given more inference compute, without ...
Related: #Artificial Intelligence, #Machine Learning Research -
🇺🇸 Linear Social Choice with Few Queries: A Moment-Based Approach
[USA]
arXiv:2603.19510v1 Announce Type: cross Abstract: Most social choice rules assume access to full rankings, while current alignment practice -- despite aiming for diversity -- typically treats voters ...
Related: #Social Choice
About the topic: Algorithmic Efficiency
The topic "Algorithmic Efficiency" aggregates 4+ news articles from various countries.